Allen, Consumption Behavior of Economics Education Students... 250
Classic Assumption Test Results Normolity test
Table. One-Sample Kolmogorov-Smirnov Test
Financiai Literacy
Social Environment
Factor
Student Consumfiion
Behavior
!{
!{ormalParametersu Mean
Std. Deviation
VlostExkeme
Absolute)ifferences
positiveNegative Kolmogorov-Smimov Z Asymp. Sis. {2-tailed)
67 43.3737 5.131 l2
.107
, 10?
-.106 .872 .432
1 5.8358 2.37153 .158 .099 -.168 1.371 .045
6 61
38.447t 5.8602(
.12(
.ta2 -.t?,(
1.03r .23(
a.
Testdistribution
is Normal.Kolmogorov-Smirnov test results using the rule valuer If the value of sig > 0.05, then the data is normally disfributed, and
if
the sig value < 0.05, then the data isnot
abnormaldistribution. Under
theseconditions, the test results in Table 4 indicate that
thedistribution
test is normal.Narmal P-P Plat ofREgrer8lon StEndirdlrFd Resldual
DependentYariable: Student Consumption Behavior
Qhsart.d Cum Prcb
Gambar 1- Normal P-P Plot
Similarly in the
Normal P-P Plot results. Thenormality
assumption isthat
the residual regression model isnormally
distributed. Normallydistributed criteria
or not,with
the 'Normal P-PPlot
approach can be seen from thedistribution
of the points in the picture beside. From thedistribution
of the points in the figure above,it
shows that the dots are scattered closeor
closein
a straightline
[diagonal], meaning that the residual data is normally distributed.Linearity Test
Ao E E
,
(r
!o 0o 4 ll,
(- T I! a 9
(.1
z P
tu'
o Z E o
3 s o
-l
]\r cl
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Jrrnal
Pendidikan
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Manajemen
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Editor in Chief
1.
Yuli Aoustina, (Scopus lDl. 572A7259127) Department of Management, Faculty of Economics, Universitas Negeri Malang, IndonesiaEditorial Board
1.
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VOL 3, NO.3, NOVEMBER zaLT
Table of Contents Articles
Cover Sep 2017 admin admin
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Education Analysis and Entrepreneurship Training For Micro. Sma1l and Medium Enterprises (SMEs) in Sentra Temrn Ikat Lamongan Regency
Sulistyo Sulistyo, Sholikhan Sholikhan, Sri Rahayuningsih
Consumption Behavior of Economics Education Students Faculty
of
Economics" State Universitv of Manado
Allen A. Ch. Manongko, Henry J.D. Tamboto, Sophia Pongoh, Sjeddie Rianne Watung
PDF 0
167- 178
779- t9T
192- 242
203- 209
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LZL-
234
235 242
243- 258
Consumption Behavior of Economics Education Students Faculty of Economics, State University of Manado
AIIen A. Ch.
Manongko Henry|.D, Tamboto
Sophia Pongoh Sieddie Rianne
Watung
Faculty of Economics, State University of Manado Email: all em.a,[email protected]
Ahstract
Thisstudy
aimsto
determinethe
influenceof
financialliteracy
and social environmental factors on consumption behaviourof
Economics Facultyof
Economics studentsof
Manado State University. The designof this
study usingthe
quantitative approachwith
survey method, with the number of samples is 67 students as respondentsthrough proportionate stratifled random
sampling.The
researchinstrument
used questionnairewith a Likert
scalewhich then
testedthe validity
andreliability.
Data analysis techniques include 1J Descriptive analysis;2l
Classical assumption test, and 3)Multiple linear
regression analysis.The results showed:
1J.There is a
significant influence on financial literacy and student consumption behaviour,with
the influenceof
financial literacy on student consumption behaviour of 54.48/o; 2J. There is a significant influence on social environment factorwith
student consumption behaviour,with
the influence of social environment factor to student consumption behaviour equal to37,Ss/s;and
3].
There isthe
influenceof
variableof
financialliteracy
and social environment factorto
student consumption behaviour variablewith
acontribution
equalto
78.60/o.Conclusion,
partially or
simultaneouslyfinancial literacy and social
environmental factors have a significant effect on the consumption behaviour of students of Economics Education Faculty of Economics, State University of Manado.Keywords:
Consumption behaviour, flnancial literacy, social environment, studentsThe
developmentof
science,technologr and informatics, has provided
significant positive changes in human life but also gives a negative influencewith
the shift of norms and valuesin the midst of
society. The existenceof
these developments,in terms of economics, provides acceleration for individuals in working, accessing
and communicating. However,it
must be remembered thatin
order to use it, the individual must remove sometling from his possessions. Ease gained from the above developments, the impact of increasing the expenditure fconsumption] of a person's income.Consumptive behaviour becomes fundamental in the
current
era of globalization.Sumartono
[2002J
indicatesthat
consumers behave consumptively becauseof
thefollowing:
Purchasing productsfor
thelure
of prizes; Buying the product because the packaging is attractive; Buy productsfor
the sake of maintaining self-appearance and prestige; Buying products on price considerations (not on the basis of benefits or usesJ;Buying products just keeps a status symbol; Use the product because of the conformity to the model that advertises; and The emergence of an assessment that buying a product at an expensive price
will
generate a high degree of confidence; and Trying more thantwo
similar products.235
Allen, Consumption Behovior of Economics Education Students...
2M
Students as
part
of the community, not separatedfrom
a number of consumption activities. Even many among studentsthere is
atendenry to
consumeirrational
and consumptive.A number of opinion research results indicate that the trend of
consumptionpatterns of
students less understandingof the
conceptof
economics, finance, savlngs,and investmenl This is illusfrated by inappropriate
consumption decisions.Attention
and awareness of the value and benefits of consumption havenot
become
importanl
More considerable is the social environment and lifestyle factors.Academically, students are processed through learning in accordance
with
learning outcome. The success of the learning process can be shown from theability
of studentsin
understanding, addressing and implementing a number of concepts or studiesin
his life both personally and environmentally. In addition, flreability
of students in adjusting to thelife
of the campus is the key to success to achieve success undergraduate degree.Student behaviour can be described through the pattern of
thinking
and lifestyle.The existence
of thinking
patterns can be translatedinto the
viewsor
perceptionsof
studentsin
responseto
situationsand
conditionsthat require
problem-solving. And lifestyles are oftenlinked
as lifestyles, looks, and trends,which
areultimately tied
to consumptive culture.In the understanding of consumptive, often related aspects of behaviour that in the economic concept has a negative tendenry, meaning
that
consume somethingwill
be affectedby
income. As Kelmes explainsthat
consumptionis
influencedby
disposable income, meaningthat if
disposable income risesthen
consumption also rises.It
givessupport
to
consumptive behaviour, which ultimately leadsto
the idea of consumerism.Consumerism is a consumption behaviour that is not directed, sometimes just
following
the prestige, uncontrolled, and just follow the trend.Soegito [1996) in Parma {2007)
arguesthat the consumption behaviour of
Indonesian society is excessive compared to the peoples of SoutheastAsia. This situation is seen
from
thelow
level of savings of Indonesian people compared to other countries such as Malaysia, the Philippines, and Singapore. This proves that the Indonesian people preferto
use the moneyto
meetunimportant
needs orlive in
aworld
of consumerismthat is a
necessarycondition for the continuity of
statusand
lifestyle. Consumptive behaviour is also understood as consumerism because people tend to search for and buyitems that are
consideredthe latest output but are not really
needed. Conscious consumerism has become a culture and leads to a social disease that has the potential to createan individualistic
andmaterialistic
society, even leadingto
hedonism. This is markedbythe
existence of a group of people who actively consume luxury products as aprestige and honour just as the
fulfilment
of desire.In interpreting the
existence of students as the intellect, a numberof
ideas have clearly explainedthatthe
economic concept is directed so that every individual canthink economically about every behaviour or action. Engel, reveals that
consumptive behavioural actionsare the
actionsof individuals who are direcfly involved in
the business ofobtaining
using and determining goods and services economically including decision-making processes.In behaving economically,
itis
often a measure for each individualishowto
manage finances. Managing finances is not an easything
becauseit
is unaware t}tat a numberof
existing phenomena show many individuals including students who are unable to apply245
Juraal Pendidikan Bisnis dan Marnjemen, Volume 3, Nomor 3, November 2017,Halananz43 - 258financial knowledge in
their
lives, Financial knowledgeor
often referredto
as flnancial literacy is a conceptthat describes how a person is able to competently apply knowledge of flnance in meeting the needs and savings. Aaron and Isa [2009J find that themajority
of Malaysian students have a low financial iiteracy, and this may lead to improving focus on the day-to-day financial decisions. Orton (2007) made
it
clear that financial literacy is an integral part of one's life because financialliterary
is a useful tool for making informed financial decisions,butfrom
experience inmanycountriesstill
showrelativelyless. Byrne t2007) also foundthatlowfinancial
knowledgewill
lead to false financial plans, and cause biases in welfare achievement in the unproductive age.Consumption behaviour is related to the individual's decision to buy or spend his income
to
earn something, The buying decisionin
the concept of consumer behaviour explainsthat
decisions are influenced by customer trust, attitude and values, aswell
as various factors in the customer's socialenyironmenl
Similarly, in the decision processof
choosing goods or services is influenced by external factors and internal consumers.
The shift in consumer behaviour especially students is often caused by the adoption of new values
that
are positive or negative. The impact on most students regardlessof
parental income. The gfobal lifestyle is reflected in the pattern of consumption behaviour concerning the number of goods and services needed. For the presentin
purchasing an item, studentswho
are teenagersin
the age category tend notto
askfor
consideration from parents but they are more confident in their social friends. This kind of situation has become thehabit
of the students evenif
they havenot
earnedtheir
own income. The tendency leadsto
less effective consumption, ie consumption behaviour that no longer considersthe
economic conditionof their
parents,but they
are morelikely to follow
fashion and trend, as well as the influence of television advertising and friends. Nowadays
it
is not a few encountered adolescent-style life hunt satisfaction and personal pleasurewithout
regard to the economic condition of their parents who are looking for money forliving
expenses.In their minds only
embedded pleasure and satisfaction, aswell
asglamour lifestyle. Currently, there is a tendency
to
behavelike
the above consumption, while the economic conditions of parents are notpossible to provide facilities to meetthe needs of excessive. Some even impose thewill
by usingtuition
to buy something becauseof
prestige andto
pursue satisfaction,when in
factthe
goodsare not
needed. This condition is often foundin
Economics Facultyof
Economics studentsof
Manado State University.Based on the above explanations and considerations, this study specificaliy aims to determine and analyze the influence of financial
literary
and social environmental factors on consumption behaviour of students Economics Education Faculty of Economics, State University of Manado.Consumptive
behaviour
Consumption is an expense for the purchase of final goods and services
in
orderto
obtain satisfactionor fulfil their
needs. Consumption has a broad sense of tJre end goods and services needed to meethuman needs. Goods and end services in question are goods and services thatare readyto be consumed by consumers. Consumer goods consistof
consumable consumables andwhich
canbe
usedmore tlan
once [Samuelson &Nordhaus [1996J; Nopirin [1993J.
Allen, Cansumption Behovior of Economics Educotion Students... 246
To obtain, use or consume goods or services, every individual or society must issue something
in
someformulation
derivedfrom
income[either
permanentor
temporary incomeJ. Dusenberry in Reksoprayitno [2000J argues that the consumption expenditure of a society is determined by the high incomeit
has evef achieved. Revenue is reduced, consumerswill
not reduce much oftheir
spending on consumption. To maintain a high level of consumption, forcedto
reduce the amount of saving.If
income increases, thentheir
consumptionwill
also increase,but
not too large increase. While savingwill
grow big by rapidly. This fact continuesto
meet the highest level of income we achieve. The point of consumption is always determined by income.Nevertheless,
today's rational
consumption patternsare
beginningto shift
astechnology develops
into irrational
consumptionpatterns. In the
economic theory describeda
personin
achievinghis
goalmust
alwaysact rationally
andthen
make decisions consistentwith thatgoal.Irational
in question is an action in spendingrevenueto
get goods or servicesthat
have not become a necessity. Theirrational
consumption pattern has moved into a consumptive pattern that gradually became a culture, resulting in the concept and understanding of consumerism.Marcuse
in Storey [2006]
developsseveral arguments about
consumption, indicating that consumerism aims to encourage false needs, which work as social controls (eg: People recognize themselvesin their
commodities,they flnd their
soulsin
cars, devices hi-fi, luxury homes, beauty supplies and so on].Consumption behaviour is a process and
activity
of individuals or groups related to the search, selection, purchase, use, and evaluationofproducts
and servicesin
order to meet the needs and desires. Simplypu!
consumer behaviour is an act that isdirectly involved in
obtaining, using and consumingthe producl
Viewedfrom the
economic activitiesof
consumer behaviouris divided into rational
andirrational
consumption behaviour,In its
developmen! today's consumption behaviour shows afairly
dynamic shift that leads to irrationality. This is reflected in the phenomenon and tendenry to directthe current
societyto
consumptive behaviour. Wherebuying
behaviouris no
longer based on value or rational use buthas led to consuming something indefinitely where theindividual is more
concernedwith the factors of desire than the
needsand
is characterizedbythe
existence of luxury and excessive life.In the theory of
consumer behaviour,utility
and satisfaction areimportant in
explaining the concept of modern economy. Both terms are related to the value of use and satisfaction obtainedby
someonefrom
consuming goods fSukirno, 2006J. There are basicallytwo
approaches usedto
explain consumer behaviour, namely the approachof marginal utility and indifference
approach.In some
assumptionsabout
consumer behaviour associatedwith
the theory of value use, the satisfaction obtained by a person in consuming a certain itern. The higher the satisfaction obtained in consuming a certain item, the higher the useful value of the goods. Associatedwith
thelaw
of demand,if
theprice of
a good rosethen
cateris paribusthe
numberof
consumers demanded on the goodswill
fall, and vice versa if the price is down then the amount demanded consumerswill
rise.However, the shift in consumption value to consumptive is an irrational act caused
by discontent and difference in decision making.
Consumptivebehaviour is
onebehaviour
that
cannot
be separatedfrom the
dailylife
of society. Enrico, etal
[2014J arguesthat the
emergenceof
consumptive behaviourknows no
national borders, in247
Jurnal Pendidikan Bisnis dan Manajemen, Yolurne 3, Nomor 3, NovembEr 2017, Halaman 243'258
which
Indonesiais
included.The facts show that most
Indonesian people behave consumptively and love new goods, and arewilling
to spend someoftheir
income to buy new products that are atrend
fPratama, 2073).Various factors are the cause of the consumptive behaviour. Sumartono (2002J, revealed
thatthe
emergence of consumptive behaviour especiallyamong students causedby two things: internal factors are indicated through motivation,
self-esteem,observation, learning
process,personality and self-concep! and external
factors indicated by culture, social class, social groups and references and family.In the
conceptof
consumer behaviour,Kotler and Armstrong
GAOT)explain that
consumerbuying
behaviouris strongly
influencedby cultural,
social, personal, and psychological characteristics. Mangkunegara [2008Jsaid
consumer behaviouris
the actions undertakenby individuals,
groupsor
organizationsrelated to the
decision- making process in obtaining using goods or seryices economically that can be influenced by the environment Consumer behaviour concerns the decisions taken by a person in his competition and the determination to obtain and use goods and services. Consumers take alot
of buying decisions every day, Most large corporations examine consumer buying decisions in great detail to answer questions about what consumers buy, where they buy,how and how much they buy, and why they buy.
Manufacturerscan learn what
consumers buy to find answers to questions about what they buy, where and how much, but to learn about the reasons
for
consumer behaviour is not easy, the answer is often hidden deep in the minds of consumers. Factors that affectwhy a person buys a product is to meet his needs and wants.Financial Literacy
Some opinions are expressed about financial
Iiterary.
Lusardi&
Mitchaell {20071 defines financialliterary
as the financial larowledge thathas a goal to achieve prosperity.Orton (2007) made
it
clear that financial literacy is an integral part of one's life becauseflnancial literacy is a
usefultool for making informed financial
decisions,but
from experience in many countriesstill
show relatively less. According to the OECD, financial literacy is defined as the knowledge and understanding of financial concepts, abilities, motivaUons and beliefsin
applying some organized knowledge and understandingin
making effective decisions on t}re sphere of financial contextsto
improve the financial welfareof
communities andindividuals
and enableit to
participatein
economic life, According to Huston (?,010), financial literacy is a part of the human capital that can be usedin
flnancial activitiesto
increasethe
expectedlifetime
benefitsof
consumption.According to the Financial Services
Authority,
financial literacy is defined as a seriesof
processes
or
activitiesto
improve the knowledge, competence, skills of the consumers and the wider community sothatthey
are able to better manage their finances (Financial ServicesAuthority
2A14). Chen and Volpe [1998J emphasized flnancial literacy on theability to
understand basic conceptsof
economics and finance,to how to
apply themappropriately.
FinancialLiteracy by
Chenand Volpe
[L998Jis
describedin
several aspects, namely general knowledge, savings, insurance and investmentsin
accordancewith the
managementof
personal finances. Kharchenko [2011J statesthat
financialliteracy is a
necessarynumerical skill and an
understandingof the
basic economic concepts needed to educate in the decision to store andborrow
There are several
key
elementsof skill
and knowledgeof
financialliteracy,
By Oseifuah[20L0]
and Wise [20L3J suggeststhat
Mathematical knowledge and standardAllen, Consumption Behavior af Econamics Education Students.'. 248
knowledge such as basic numerals and the
abilityto
understand; Financial understandingof the nature and form of
money,how money is used and the
consequencesof
consumption decisions; Financial competencies such as understanding the key features of basic financial services, attifudes in using money and savings, understanding financial records and realizing the importance of reading and maintaining them; Be aware of the risks associatedwith
flnancial products, and understand the relationship betweenrisk
and income; and Financial responsibility, namely the ability to make informed decisions about financial issues, knowing the rights and responsibilities of consumers, the ability, and the
trust
to seek help when something goes wrong.Social
environmental factors
One ofthe factorsthatinfluence consumerbehaviour isthe social environment The social environment
is
relatedto &e
influenceof others on
consumersin tle
consumption situation fBelk, L975). Fatchur Rohman [2008J argues that consumers can relate directlyto
others doing activities. The social environment consistsof
reference groups, family roles and social statusJ. The enyironmentin which individualsinteract
The environment has several aspects such as social attifudes, psychological attifude, spiritual attitude and soforth
fBintarto & Surastopo, 1991). The influence of the social environmentis not onlyfrom the family but
alsofrom the
neighbourhood because aroundthe
placeof
social interaction occurs between students andthe people around him. The social environment has a positive effect on consumption behaviour. This implies that high-low influenceof
the family environment, residence environment, and existence in the group
will
affect thepattern of
consumption behaviour. The highestcontribution of
social environmentalindicators is group
existence,while the lowest contribution of social
environmentindicator is the
residenceenvironment
Thus,the environment in which a
personinteracts also
influencesconsumption behaviour that occurs among students
and students.Hypothesis
The hypothesis in this research is 1). Partially, financial literacy and social environmental factors, have an influence on consumption behaviour of Economics Education Students Faculty of Economics, State University of Manado. 21. Simultaneously, flnancial literacy and social environment factors, have
an
influenceon the
consumption behaviourof
students of Economic Education Faculty of Economics, State University of Manado.METHODS
The design of this research using the quantitative approach with swvey method which aims to
find out how much flnancial literacy and social environmental factors affect
the consumptionbehaviour of
economic education sfudents Facultyof
Economics, StateUniversity of
Manadowell.
Thepopulation in this study is all
studentsmajoring
in economic educationwith a
concentrationin
active accounting education fenrolledJ academic year 2076/2017 semester of 140 students [4 classesJ. With the total sample is 67 students as respondents through proportionate stratified random sampling.The research variables include: independent variables are: financial
literacy
(X1J.Financial literacy is defined as knowledge and understanding of financial concepts in an
effort to
achieve prosperity. Indicatorsof
financialliteracy
are: general knowledgeof
finance, savings, insurance and investment Social environmental factors [XZ), deflned as
249
Jurnal Pendidikan Bisnis dan Manajgfirrr, Volume 3, Nomor 3, November 2017, Halaman 243 - 258individual places fstudentsJ interact that provide value. Indicator: social class, reference
group, and family. Dependent variable tYl is student consumption
behaviour.Consumption behaviour is a tendenry to consume goods or services in excess or no
limit
and more concerned
with
the desire factor than the needs. Indicators:fulfilment
of needs according to intensity, application of economic principles in consumption, consumption motives,priority
scale in consumption, and selective in consumption.The research instrument used questionnaires,
with
alist
of closed questions and statements. Measurementscale using Likert scale (with 5 alternative
answersJ.Instrument testing with validity and reliability test
ISPSS16 program
applicationJ.Validity test by comparing correlation index of product moment person with
5%significance level
with
a critical value, considered valid if the significant value oft
fsig tJ from Pearson correlation results in less than 0.05 fSugiyono, 2007). Testreliability
using alpha Cronbach. Expressed reliably if the value of 111 > 0.6 and if the value of 111 < 0.6 otherwisenotreliable
[Sugiyono,2013).Thetestresults ofvalidityandreliability,
shownas follows:
Test results validity
The result of validity test on 25 items obtained the range of values is 0.275 up to 0.775, the result is greater than the critical value of 0.244,with the sig. <0.05. This means that the entire item meets the valid requirements.
Reliab il ity tes t r esults
Reliability test results show that the three variables have a value of Ca > 0.6,
with
the acquisition of X1 = 0.720; X2 = 0.862; and Y = O.763, meaning the three variables are reliable.Data Analysis Technique
Data analysis techniques include: 1J Descriptive analysis includes: mean and standard deviation; 2J Test requirements, and 3J Multiple linear regression analysis,
RESULT AND DISCUSSION Descriptive Statistics Rezults
Table 1. Descriptive Statistics
Mean Std. Dwiation N
Jtudent Consumption Behavior iinancial Lituacy
Jocial Envirsnment Factor
38.447E 43.3731 15.835t
5.8602C 5.131 1i 2.37153
6 6 5
25t
Jurnal Pendidikan Bisnis dan Manajemen, Volume 3, Nomor 3, November 2017, Halaman 243 - 258This
linearity
test using Compare Means testfrom
SPSS version 15 for windows. Based on the analysis that has been done,it
is knownthat
the value of F is 122.563with
the sig.0.000a. Thus,
it is
concludedthat
independent variables simultaneously choose linear relationships.M u lti c o llin e
oritlt
T est
Table 3. Coefficientsa
Model
Collinearity Statisti cs Tolerance VIF Financial Literacy
Sooial Environment Factor
.242
.242
4.121 4.12t
a. D ependent Variabel: Stu dent Consumption Behavior
Multicollinearity test results (output SPSS 16J, in Collinearity Statistics column. As the
criterion
not the occurrence ofmulticollinearity
VIF value <10. Based on the results obtained,indicating that the VIF value for the financial literacy variable and
social environment factor is 4.128,with
a tolerance of each variable Ls 0.242, indicating that the VIF value <10,it
can be concluded thatmulticollinearity
occurs in the three independent variables.Autocorrelation Test
Table 4. Mod of Summa
Model Durbin-Watson
I 2.327'.
a.
Predictorsl fConstant], Social Environment Factors, Financial Literacyb.
Dependent Variabel Shrdent Consumption BehaviorTest autocorrelation can be seen
in table
Model Summaryin
column Durbin- Watson. The Durbin-Watson IDVVIresultis
2,327,meaningthatthis
value is between thetwo du
(1,731Jand 4du
(2,45L). Basedon the
obtainedvalue
concludedthat
this regression model does not occur autocorrelationH etero s c ed a sti city T est
Table
5.Correlations
Financial Literacy
Social Environment
Factor
Student Consumptio
n Behavior
Unstandardize d Residual Spearma Financialliteracy Correlation
n's
rho
CoefficientSig. (2-tailed) N
1.000
6',]
.786"- .000
6',1
_7go*'
.00(
51
-.084 .50:
61 Social Envkonment Correlation
Factor
Coefficient Sig. (2-tailed) N.796*' .00c 61
1.0q0
67
.744-' .00(
61
-.05t .64i
61
Student
CorrelatioaConsumptron
Coefficient BehaviorSig. (2-tailed) N
.7go*"
.00c 61
.744"
.00(
61
1.00t
6"t
.477-' .00(
61
Unstandardized Correlation
Residual
Coefficient Sig. (2-tailed) N-.084 .502 61
-.05I
.642 6',
.477*' .00c 61
1.00c
6"j
Allen, Consumption Behavior of Economics Education Students... 252
**. Correlatior is significant at the 0.01 level (2-tailed).
In the residual column,
it
can be seen that the correlation coefficient value is alow
or signiflcant value [Sig. [2-tailedJJ each independent variable above 5Yo, meaningthat
each independentvariable has no relation
with
its residual. Thus, it can be concludedthat
there are no heteroskedasticity on multiple linear regression models obtained.Results of
Multiple Linear
RegressionAnalysis
Based on the results of multiple linear regression analysis using SPSS.1.6 software, the results obtained in the table below:
Table
6. Coeffrcientsaa, Dependent Variabel Shrdent Consumption Behavior
Results of the table above obtained the regression equation is:
Y = -3.207 + A.672XL + 0.927 X2 + e
The multiple linear
regression equationsshow that the
independent variable ffinancial literacy and social enyironment factorJ analyzed give positive influence to thedep endent variable fstudent consumption behaviourJ.
Model
Unstan dardized Coeffr ci ents
Standardized Coefficients
t sig.
B Std. Error Beta
I
(Constant)Financial Literaoy Social Environment Factor
-3.?04 .62'
.92",
2.87t .132 .28(
.54t .37:
-1. 1 16 4.712 3.24i
265 00(
00;
253
Jurnal Pendidikan Bisnis dan Manajemen, Volume 3, Nomor 3, Novembsr 2017, Halaman 243'258
The model ofthis regression equation can be explained as follows: 1]. The constant value
of
-3.207 can beinterpreted that if the
variableof
financialliteracy
and socialenvironment factor,
consideredfixed or not
change,then the behaviour of
student consumption amounted to -3.207; 2J. Financial Literacy (X1) has a regression coefficientof
0.622,this
meansthat any
increasein variable
financialliteracy of
oneunit will
increase the behaviour of student consumption
by
A.622 assuming another variable is flxed. The positive sign indicatesa direct
relationship between financialliteracy
and student consumption behaviour; 3]. The social environment factor (X2] has a regression coefficient of 0.927,this
means that any increase of social environment factor variableof
one unit
will
increase student consumption behaviour by A.927with
the assumptionthat
another variable is fixed. A positive sign indicates adirect
relationship between social environmental factors and student consumption behaviour.Hypothesis
testing
Partial Test (t-test) Terms:H0: b1, bZ = O,meaningthatvariation of independentvariable can explain the dependent variable and there is influence between the two variables tested.
Ha: b1, bZ + 0, meaning that the variation of the independent variable cannot explain the dependent variable and there is no influence between the two variables tested.
Testing is done through t-test by comparing tcalc
with
ttable at c 0, 05. If the calculation resultsshow:
1J.tcount >
ttable,then Ho is
rejectedand
Ha accepted, meaning thevariation of
independent variables can explainthe
dependentvariable
andthere
is influence between thetwo
variables tested. 2J, tcount <ttabel, then Ho accepted and Ha rejected, meaningthe variation of
independentvariable cannot explain
dependent variable and there is no influence between two variables tested.Based on
table
B,the patrial test results [t-test]
can be explained asfollows:
11. The calculation results obtained tcount of4.7t2>
ttable of 1.980, then Ho is rejected and H1 accepted,which
meansthat there is an
influenceon financial literacy and
studentconsumption
behaviour.The amount of influence of financial literacy on
student consumption behaviouris
0.544ar
54.4o/o (standardized CoefficientsJat
a significant levelof
0.000 <0.05, soit
can be stated significant; 2]. The calculation results obtained tcount of 3.247> ttable of 1.980, then Ho is rejected and H1 accepted, which meansthat
tlere is an influence on social environmental factors with student
consumption behaviour.The
magnitudeof the influence of social environmental factors on
the consumption behaviour of students of 0.375or
37,5o/o fStandardized CoefficientsJ at a significant level of 0.002 <0.05, soit
can be statedsignificant
Allen, Consumption Behavior of Economics Education Students... 254
Figure
2.Influence between Variables
Simultaneous Test (F Test) Termsl
The hypothesis formula using F test is Ho:
b7,bz
= 0, Ha: b1, b2*
0, Testing is done by Ftest by comparing F [Fh)
with
Ftable [FtJ at = 0, 05. If the result of the calculation shows:1]. Fh> Ft, then Ho is rejected and Ha accepted, and 2]. Fh <Ft, then Ho accepted and Ha rejected. F test is done to know the effect simultaneously between independentvariable
with
the dependentvariable. F test results can be seen in ANOVAb table below:Tabte ?. ANOV,{'b
Model Sum ofSquares df Mean Squ*re F sie.
1
RegressionResidual Total
1797.308 469.259 2266.567
2
u
66
898.654 7 332
122 563 .000'
a. PredicLors: [Constant), Faktor Lingkungan Sosial, Literasi Finansial b, Dependent Variabelr Perilaku Konsumsi Mahasiswa
The results
of
table2 of
ANOVAb showsthat
Fcount value t122,563)> Ftable {2.44) and Sig value of research (0.00OaJ <value of significant Ievel [0.05]. This meansthat the
alternative hypothesis (HaI
H1Jis
accepted andthe null
hypothesis [HoJ is rejected, soit
can be concluded that the estimated regression model is feasible,with
the statementthat the financial literacy variable and the social environmental
factors simultaneouslysignificantly
influencethe
consumptionbehavior of the
studentsof
Economic Education Faculty of Economics, Manado State University.
Co
ffi
ci ent of D eterminationThe coefficient of determination in this study aims to explain the influence of independent
variables fioyalty,
competence,and work environment] to the
dependent variable[employee performanceJ simultaneously. To know the amount of
contribution simultaneously, based on Adjusted R Square value in the summary model table below:PyXl:O.544
Y
(Student Consumption Behavior)
255
Jurnal Pendidikan Bisnis dan Manaj66en, Volurue 3, Nomor 3, November 2017, Halaman 243 - 258Table
8.
Model of Summar5PMode
R R Square
Adjusted R Square
Std. Error of
the Estimate
Change Statistics R Square
Change F Change dfl dfz
Sig. F Change
I .890', .793 .78( 2.7078( .792 t22.563 6t .00(
a. Predictors: (ConstantJ, Faktor Lingkungan Sosial, Literasi Finansial b. Dependent Variabel: Perilaku Konsumsi Mahasiswa
Based on Summary Model table, the Adjusted R-Square value is 0.786. This shows
that the proportion of
influenceof
financialliteracy
variable and social environment factorto
student consumption behaviour variableis
78.60/o. This meansthat
financialliteracy
and social environmental factors simultaneously havea
significant effect on consumption behaviourof
Economics Facultyof
Economics studentsof
Manado State University by 78.60/owhile
Zt.4i/a (100% - 78.60/o') is influenced by other variablesthat
are not in this multiple linear regression models.
The influence offrnancial literacy and social enviranmentfactors on consumption behaviour The research findings prove
that the
financialliteracy
and social environmentfactors simultaneously have a significant and positive influence on
consumption behaviour of the students of Economics Education Faculty of Economics, Manado State University. This is indicated bythe
Fcount Value{l??,563)>
Ftable {2.44) andthe
Sigvalue of the
research [0.000aJ <significantlevel value [0.05]. This
meansthat
the estimated regression model is feasible,with
a simultaneous contribution of 83.5%. This isin
accordancewith
the opinion of Lusardi & Mitchell [2010J, Chen and Volpe (2A07), Kotler and Keller [2006J, Inderjeet Sethi and AS Chawla t2014), Nayeem, Tahmid {TALZ) influenced by factorsin this
research. Empirical results describethat
financial literacy and social factors givea real conffibution to
consumer consumption behaviour. This means thatwith
consideration of the opinion empirically proves that the higher the value obtained by thetwo
independent variables,will
also increase the value of consumption behaviour of studenB Economics Education Faculty of Economics, the State Universityof
Manado in behaving.
The influence of ftnancial literacy on consumption behaviour
The findings of
the
study provethat the
financial literacy has a signiflcant and positive effect on consumption behaviour of Economics Faculty of Economics studentsof
Manado State Universily. This is indicated bytcount
of 4,712> ttableof
1980,with
the influence of financial literacy on student consumption behaviour of 0.544or
54.4o/oata significant level of 0.000
<0.05,so it
canbe stated significant The results are
in accordancewith
the opinion of Lusardi & Mitchell (2010J, Chen and Volpe [2002], Lutfi& Iramani [2008J, which revealed
thatthe
economic and financial concept of knowledge gives positive valueto
consumer behaviour in taking a stunt to shop or buy. This meansthat the higher the value of financial literary will also
increasethe
consumption behaviour of studenB Economics Education Faculty of Economics, the State Universityof
Manado in considering the behaviour
The influence of social environmental factars on cansumptian behaviour
,Allen,
Cansumption Behavior of Economics Education Students...
The findings of the study prove that the social environment has a significant and
positive impact on the
consumptionbehaviour of
studentsof
Economics Education Faculty of Economics, State University of Manado. This is indicated byt
count of 3.247>ttable of 1.980, with the magnitude of social environmental impact on
student consumption behaviour of 0.375ar
37.So/a at a significant level of 0.002 <0.05, soit
can be statedsigniflcant
The resulG arein
accordancewith the
opinionof
Lamb (20011,Kotler and Keller (2009], which
revealedthat social environmental
factors have asignificant effect on the consumption behaviour of individuals or
communities in spendingtheir
income, This means that the higher the value of the social environmentwill
also increase the consumption behaviour of students Economics Education Faculty of Economics, State University of Manado.CONCTUSION AND SUGGESTION Conclusion
Based on the results of the analysis and discussion, the conclusions of this study
are
asfollows:
FinancialLiteracy and
socialenvironmental
factorstogether
have arelationship,
influence,and contribute positively to the
consumptionbehaviour of students
Economics EducationFaculty of
Economics,State University of
Manado.Financial
Literacy has an influence and contributes positively to the
consumption behaviourof
students Economics Education Facultyof
Economics, State Universityof
Manado. Soclal environmental factors have an influence and contribute positively to tJle consumption behaviour of students of Economic Education Faculty of Economics, State University of Manado. Based on the findings of this studyhave the followingimplications:
Both exogenous variables have
the ability to
explain student consumption behaviour.This suggests that financial literacy and social environmental factors can provide value
to students and
consumersin general in behaving in
consumption. Consumption behaviour is a series of activities in theform
of actions and decision-making processof
consumption activities. Thetwo
variablesthat
explain consumption behaviour haveprovided
changesfor
studenBin behaving
sothat both
understanding knowledgein
managing finances, social life can be considered in the concept of consumer behaviour.
Suggestion
Based on the results of this study, some recommendations for future research, namely: This study
still
focuses on students who are heterogeneous in a socialenvironment as
well
as knowledge. So to generalizeina
social and cultural environment of society, in general; is still too early. There are a number of variahles that havenot
been included in this study, especially psychological and physiological factors, as well as cultures that are believed to have a strong influence on student consumption behaviour.
In collecting data through questionnaire and quantitative approach in analyzing
it
is believedstill
not able to answer the problem of this research. For that matter,it
is necessary to do researchwith
a qualitative approach.256
257
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